MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 12 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47601 |
SafeBreach MCP Server
Claim
Bridges AI agents with SafeBreach's Breach and Attack Simulation platform, enab…
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| 47602 |
MCPymol
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A Model Context Protocol server that lets you drive PyMOL with natural language…
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| 47603 |
Boardstate MCP Server
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Enables AI agents to compose and edit dashboards through MCP tools, allowing th…
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| 47604 |
GPTers Search MCP Server
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Searches knowledge from the GPTers AI study community with filtering by date, a…
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| 47605 |
web-gui-mcp
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A Python MCP server that allows your agent to outsource HTML generation and ren…
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| 47606 |
volcengine-mcp-server
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MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…
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| 47607 |
mcp-maintainer-toolkit
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Provides utilities to help maintain MCP repositories, including testing tools, …
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| 47608 |
Sensors MCP Server
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Enables AI assistants to query and analyze user behavior data from the Sensors …
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| 47609 |
research-loop
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Enables AI-moderated interviews that become cited, searchable transcripts, with…
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| 47610 |
Greetings & Utilities
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Greet people in multiple languages, perform quick calculations, and check curre…
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| 47611 |
websearch-deepseek
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A general MCP server providing web search capabilities using DeepSeek's native …
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| 47612 |
Memstem
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A standalone memory service that provides a unified, pull-based knowledge store…
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| 47613 |
meican-mcp
Claim
美餐MCP服务器,支持查询餐次、餐厅、菜单和订单,以及下单和取消订单操作。
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| 47614 |
mcp-lokalise-server
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An MCP server for managing Lokalise translations, enabling creation, retrieval,…
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| 47615 |
ralph-loop-mcp
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Automates a three-phase development workflow: planning, spec generation, and it…
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| 47616 |
google-fonts-mcp
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MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
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| 47617 |
MCP AWS Monitor
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Monitors AWS infrastructure including EC2, RDS, S3, SQS, CloudWatch, and more t…
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| 47618 |
synauth-mcp
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Biometric authorization for AI agent actions via Face ID on iPhone, enabling se…
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| 47619 |
transit-mcp
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MCP server for Japanese public transit journey planning with interactive map UI…
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| 47620 |
MCP Weather Server
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A simple MCP server demonstrating tools, resources, and prompts for weather dat…
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| 47621 |
gcloud-log-reader
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| 47622 |
keycae-mcp
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Argentine electronic invoicing (facturación electrónica) for ARCA/AFIP. Emit in…
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| 47623 |
Overseerr MCP
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Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
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| 47624 |
Weather MCP Server
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A production-ready MCP server that provides real-time weather information, fore…
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| 47625 |
eph-context
Claim
Provides official INDEC register designs and methodological rules to AI models,…
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| 47626 |
Provides a standardized interface for interacting with Semanticscholar's tools …
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| 47627 |
MCP Task
Claim
Enables LLMs to interact with any ERPNext instance through comprehensive CRUD o…
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| 47628 |
MCPCloud
Claim
A self-hosted MCP gateway that lets you write Python functions and register the…
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| 47629 |
Buildium MCP Server
Claim
Enables interaction with Buildium property management software through natural …
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| 47630 |
rosetta
Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
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| 47631 |
Enables AI agents to search and retrieve cited evidence packs for renewable ene…
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| 47632 |
gitbook-mcp
Claim
A Model Context Protocol server for GitBook that enables reading content and dr…
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| 47633 |
SageMCP
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A scalable multi-tenant platform for hosting MCP servers with built-in OAuth/AP…
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| 47634 |
rss-news
Claim
Enables AI to manage RSS subscriptions, fetch and summarize news, and organize …
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| 47635 |
airlock
Claim
A security gate MCP server that audits agent extensions (skills, MCP servers, t…
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| 47636 |
threadwork
Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
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| 47637 |
gl-mcp-feedback
Claim
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
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| 47638 |
Control and automate Unreal Engine workflows using natural language commands th…
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| 47639 |
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
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| 47640 |
scorton-mcp
Claim
MCP server for behavioral cybersecurity and AI risk scoring in financial workfl…
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| 47641 |
vp0-mcp
Claim
Search & import free iOS app-design starters from VP0 into your AI builder.
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| 47642 |
mcp-server-weibo
Claim
为 AI 助手提供微博数据查询能力,支持搜索用户、获取动态、热搜榜等功能。
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| 47643 |
OmniFlow
Claim
Enables AI clients to automate Windows desktop applications through window mani…
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| 47644 |
Infra Ops Text to SQL
Claim
Translates plain English questions about infrastructure operations into SQL que…
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| 47645 |
aijewelleryMCP
Claim
Enables ChatGPT to invoke tools and render widgets via the Model Context Protoc…
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| 47646 |
mcp-memory-server
Claim
MCP server for memory management with process inspection and cleanup tools.
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| 47647 |
Vara MCP Server
Claim
A Model Context Protocol (MCP) server that provides onchain tools for AI applic…
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| 47648 |
MCP Server Basic Example
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A basic Model Context Protocol server implementation that demonstrates core MCP…
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| 47649 |
Odoo MCP Server
Claim
An enterprise-grade MCP server for interacting with Odoo ERP through AI assista…
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| 47650 |
project-memory-mcp
Claim
Stores manual project memories, enables semantic retrieval, and tracks per-memo…
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